Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-26 0.306261 0.345892 0.390741 0.445676 0.511741 0.589386 0.688684
2025-02-02 0.263830 0.321076 0.393114 0.492557 0.629852 0.818530 1.108615
2025-02-09 0.231752 0.297187 0.386066 0.520426 0.727853 1.054471 1.653112
2025-02-16 0.207439 0.276682 0.376414 0.538557 0.813562 1.302833 2.367968
2025-02-23 0.185462 0.254761 0.359124 0.538780 0.867906 1.518804 3.184915
2025-03-02 0.161675 0.226355 0.326645 0.506032 0.852667 1.592672 3.740588
2025-03-09 0.146502 0.208983 0.308707 0.494129 0.872811 1.750724 4.696072
2025-03-16 0.134513 0.195091 0.294314 0.485438 0.896513 1.929152 5.960467
2025-03-23 0.126996 0.187478 0.289342 0.493300 0.958317 2.241827 8.321927
2025-03-30 0.116129 0.173209 0.270925 0.471141 0.944107 2.329541 9.820221
2025-04-06 0.107184 0.161393 0.255614 0.452887 0.934957 2.431961 11.729500
2025-04-13 0.099368 0.150878 0.241609 0.435269 0.923220 2.522911 13.924151
2025-04-20 0.097328 0.150532 0.247079 0.462338 1.044631 3.221878 25.851307
2025-04-27 0.097396 0.153992 0.260454 0.510971 1.253453 4.584557 72.096683
2025-05-04 0.095186 0.153070 0.265044 0.540104 1.419486 6.068716 226.879174
2025-05-11 0.092175 0.150338 0.265533 0.559137 1.563141 7.776313 1090.210043
2025-05-18 0.087897 0.144799 0.259396 0.559360 1.637663 9.199386 9874.216175
2025-05-25 0.081366 0.134417 0.241767 0.524907 1.557588 9.077575 31041.769503
2025-06-01 0.077036 0.128064 0.232418 0.512395 1.567705 9.961095 NaN
2025-06-08 0.073320 0.122668 0.224685 0.503264 1.590194 11.112841 NaN
2025-06-15 0.071095 0.120077 0.222979 0.511525 1.698640 13.874556 NaN
2025-06-22 0.066980 0.113420 0.211419 0.488248 1.644359 14.070027 NaN
2025-06-29 0.063416 0.107698 0.201606 0.469089 1.605282 14.497102 NaN